Journal Article2024

Dm-codec: Distilling multimodal representations for speech tokenization

Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin, AKM Rahman, Aman Chadha, Tariq Iqbal, M Ashraful Amin, Md Mofijul Islam, Amin Ahsan Ali

arXiv preprint arXiv:2410.15017

In: Findings of the Association for Computational Linguistics: EMNLP 2025

Association for Computational Linguistics, pp. 25580-25602

Abstract

Md Mubtasim Ahasan, Md Fahim, Tasnim Mohiuddin, Akmmahbubur Rahman, Aman Chadha, Tariq Iqbal, M Ashraful Amin, Md Mofijul Islam, Amin Ahsan Ali. Findings of the Association for Computational Linguistics: EMNLP 2025. 2025.

Keywords

  • multimodal representation
  • speech tokenization
  • knowledge distillation

CCDS Authors

MD Md Fahim
Md Fahim

MD Md Fahim

  • Alumni, CCDS
  • PhD Student

    University of Texas at Dallas, USA

  • BSc

    University of Dhaka, Bangladesh

Published at

ACL, EMNLP, ECAI, WACV, LREC, ICPR, BEA, BLP, Pattern Recognition, Information Sciences, Smart Agricultural Technology

Aman Chadha
Aman Chadha

Aman Chadha

  • Collaborator, AI/ML Wing
  • Generative AI Leadership

    Amazon Web Services

Published at

ECCV

Prof. M Ashraful Amin, PhD
M Ashraful Amin, PhD

Prof. M Ashraful Amin, PhD

  • Founder Director, CCDS
  • Director, AI/ML, HCI & DS Wings

Published at

ACL, CHI, UbiComp, ECAI, WACV, PAKDD, IJCNN, ICPR, ICIP, HCII, CLEF, BLP, Scientific Reports, Pattern Recognition, JMIR, IEEE Access, Smart Agricultural Technology, Frontiers in Computational Neuroscience, Diabetes Research and Clinical Practice, PLOS ONE

MD Mofijul Islam
Md Mofijul Islam

MD Mofijul Islam

  • Collaborator, AI/ML Wing
  • Applied Scientist II

    GenAI Innovation Center

    Amazon Web Services

Published at

ECCV

Prof. Amin Ahsan Ali, PhD
Amin Ahsan Ali, PhD

Prof. Amin Ahsan Ali, PhD

  • Director, AI/ML Wing
  • Professor

    Department of Computer Science and Engineering

    Independent University, Bangladesh (IUB)

Published at

ACL, CHI, UbiComp, ECCV, IJCAI, ECAI, WACV, IPSN, PAKDD, LREC, IJCNN, ICPR, ICIP, BEA, BLP, ICMLA, Scientific Reports, Scientific Data, Pattern Recognition, Information Sciences, Ad Hoc Networks, Drug and Alcohol Dependence, PLOS ONE